Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
distribution across
Grammar usage guide and real-world examplesUSAGE SUMMARY
"distribution across" is correct and usable in written English.
You can use it when you are referring to the spreading of something over a wide area. For example, "This charity is committed to helping distribute resources across the world."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
59 human-written examples
Because the sweat glands are distributed throughout the body, sweating ensures an even distribution across the surface of the skin.
News & Media
Positive rate distribution across different cancer types.
Science & Research
We analyzed the somatic mutation distribution across the genome.
Science & Research
Kearns, C. A. Anthophilous fly distribution across an elevation gradient.
Science & Research
Read distribution across the Staphylococcus genome for individual barcode groups.
Science & Research
Atypical soil carbon distribution across a tropical steepland forest catena.
The particle concentration distribution across the channel is also complicated.
Science
Below kt, a uniform area distribution across reserves maximizes biodiversity.
That hardly constitutes a large expansion, but he does promise wider distribution across the UK.
News & Media
Traffic and packet distribution across prefixes are highly skewed.
Human-verified similar examples from authoritative sources
Similar Expressions
1 human-written examples
Support mentions or links with additional content distribution across your brand channels.
News & Media
Expert writing Tips
Best practice
Use "distribution across" when you want to emphasize the spatial or categorical spread of something. For example, describe the "distribution across" different departments in a company or the "distribution across" various geographical regions.
Common error
Avoid using "distribution across" when referring to abstract or non-spatial concepts. Instead of saying "the distribution across different opinions", consider alternatives like "the range of opinions" or "the variety of viewpoints".
Source & Trust
83%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "distribution across" functions as a prepositional phrase that modifies a noun, indicating the manner in which something is spread, allocated, or arranged over a given area, group, or category. Ludwig shows that it is employed in contexts requiring specification of spatial or categorical dissemination.
Frequent in
Science
55%
News & Media
25%
Academia
15%
Less common in
Formal & Business
5%
Ludwig's WRAP-UP
In summary, "distribution across" is a versatile phrase used to describe how something is spread or allocated within a defined area or set of categories. As noted by Ludwig AI, its grammatical correctness and varied application make it appropriate for both formal and informal contexts, with a primary use in scientific, news and academic writing. When using this phrase, ensure that the context involves a spatial or categorical spread, avoiding its misuse with abstract concepts. By understanding these nuances, you can effectively use "distribution across" to convey the arrangement and pattern of various resources, characteristics, or phenomena.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
allocation throughout
Focuses on the act of assigning or portioning something out across an entire area or range.
dispersion throughout
Emphasizes the scattering or spreading of something evenly throughout an area.
spread over
Highlights the act of something being extended or lying across a surface or area.
coverage spanning
Implies the extent to which something reaches or includes a range or area.
range extending
Highlights the scope or limit that something reaches across different points or areas.
extent reaching
Similar to 'range extending', but puts more emphasis on the act of reaching or affecting.
incidence among
Refers to the rate or frequency with which something occurs within a specific group or category.
division among
Focuses on the act of separating something into parts and assigning it to different entities or categories.
partitioning between
Similar to 'division among', but suggests a more structured or deliberate separation.
breakdown by
Highlights the analysis or classification of something according to different categories or factors.
FAQs
How can I use "distribution across" in a sentence?
You can use "distribution across" to describe how something is spread or divided over an area or a group. For example: "The study examined the age "distribution across" the population".
What are some alternatives to "distribution across"?
Alternatives include "spread over", "allocation throughout", or "dispersion throughout", depending on the context.
What does "distribution across" imply in a statistical context?
In statistics, "distribution across" often refers to how data points are spread out over different categories or values. It's about understanding the pattern of variability.
Is there a difference between "distribution across" and "distribution within"?
"Distribution across" implies a spread among different entities or categories, while "distribution within" implies a spread inside a single entity or category. For example, "income "distribution across" countries" versus "income distribution within a country".
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.6/5
Expert rating
Real-world application tested